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[WIP] proposal for ONNX export feature #20

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@fmigneault fmigneault commented Aug 30, 2020

  • add export functionalities for ONNX
    (managed to export the ResNet checkpoint generated by example-classif-cifar10 config

  • update some docs

  • import/convert ONNX to PyTorch sadly cannot be done for now (at least no official method)
    (Import ONNX model to Pytorch pytorch/pytorch#21683)

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LGTM

@@ -360,7 +360,7 @@ So, first off, let's start by training a classification model using the followin
The above configuration essentially means that we will be training a ResNet model with
default settings on CIFAR10 using all 10 classes. You can launch the training process via::

$ thelper new <PATH_TO_CLASSIF_CIFAR10_CONFIG>.json <PATH_TO_OUTPUT_DIR>
$ thelper new -c <PATH_TO_CLASSIF_CIFAR10_CONFIG>.json -d <PATH_TO_OUTPUT_DIR>
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Good catch on these, there's probably a ton of other dead CLI examples due to the commandline changes, I should go around and fix them...

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